{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### ❇️ Diagrams"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Grouped Workers Example\n",
    "from diagrams import Diagram\n",
    "from diagrams.aws.compute import EC2\n",
    "from diagrams.aws.database import RDS\n",
    "from diagrams.aws.network import ELB\n",
    "\n",
    "with Diagram(\"Grouped Workers\", show=False, direction=\"TB\"):\n",
    "    ELB(\"lb\") >> [EC2(\"worker1\"),\n",
    "                  EC2(\"worker2\"),\n",
    "                  EC2(\"worker3\"),\n",
    "                  EC2(\"worker4\"),\n",
    "                  EC2(\"worker5\")] >> RDS(\"events\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Web services Example\n",
    "from diagrams import Diagram\n",
    "from diagrams.aws.compute import EC2\n",
    "from diagrams.aws.database import RDS\n",
    "from diagrams.aws.network import ELB\n",
    "from diagrams.aws.storage import S3\n",
    "\n",
    "with Diagram(\"Web Services\", show=False):\n",
    "    ELB(\"lb\") >> EC2(\"web\") >> RDS(\"userdb\") >> S3(\"store\")\n",
    "    ELB(\"lb\") >> EC2(\"web\") >> RDS(\"userdb\") << EC2(\"stat\")\n",
    "    (ELB(\"lb\") >> EC2(\"web\")) - EC2(\"web\") >> RDS(\"userdb\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import display_util"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x1440 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# This util is just used for Display purpose\n",
    "import cv2\n",
    "from matplotlib import pyplot as plt\n",
    "\n",
    "\n",
    "images = [cv2.cvtColor(cv2.imread('grouped_workers.png'), cv2.COLOR_BGR2RGB), \n",
    "          cv2.cvtColor(cv2.imread('web_services.png'), cv2.COLOR_BGR2RGB)]\n",
    "image_names = ['grouped_workers', 'web_services']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "env_mld",
   "language": "python",
   "name": "env_mld"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
